SolaMeow / tensorflowServer

tensorflowServer

Env

CPU: INTEL Xeon CPU E5-2630 v3 @ 2.4GHz

Memory: 256 GB

Python: 3.7

Tensorflow: 2.2.0

MNIST TEST RESULT

Test Object: 28 * 28 image

Test iter: 100000

Total cost time: 454.646s

Image type: black and white

Container number: 1

Colab TEST RESULT

Test Object: 500 * 300 image

Test iter: 10000

Total cost time: 230.1s

Image type: RGB

Container number: 1

Code repo: https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/tutorials/images/classification.ipynb#scrollTo=5fWToCqYMErH

Tensorflow server

command:

docker run -t --rm -p 8501:8501 -v "./tf_model:/models/state" -e MODEL_NAME=state tensorflow/serving &